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ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal
  Control
v1v2 (latest)

ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control

15 November 2021
Xingshuai Huang
Di Wu
M. Jenkin
Benoit Boulet
ArXiv (abs)PDFHTML

Papers citing "ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control"

8 / 8 papers shown
Traffic expertise meets residual RL: Knowledge-informed model-based residual reinforcement learning for CAV trajectory control
Traffic expertise meets residual RL: Knowledge-informed model-based residual reinforcement learning for CAV trajectory controlCommunications in Transportation Research (CTR), 2024
Zihao Sheng
Zilin Huang
Sikai Chen
293
19
0
30 Aug 2024
MTLight: Efficient Multi-Task Reinforcement Learning for Traffic Signal
  Control
MTLight: Efficient Multi-Task Reinforcement Learning for Traffic Signal Control
Liwen Zhu
Peixi Peng
Zongqing Lu
Yonghong Tian
227
3
0
01 Apr 2024
Traffic Signal Control Using Lightweight Transformers: An
  Offline-to-Online RL Approach
Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach
Xingshuai Huang
Di Wu
Benoit Boulet
OffRL
222
8
0
12 Dec 2023
Reinforcement Learning Approaches for Traffic Signal Control under
  Missing Data
Reinforcement Learning Approaches for Traffic Signal Control under Missing DataInternational Joint Conference on Artificial Intelligence (IJCAI), 2023
Hao Mei
Junxian Li
Bin Shi
Hua Wei
347
18
0
21 Apr 2023
Policy Reuse for Communication Load Balancing in Unseen Traffic
  Scenarios
Policy Reuse for Communication Load Balancing in Unseen Traffic Scenarios
Yi Tian Xu
Jimmy Li
Di Wu
Michael R. M. Jenkin
Seowoo Jang
Xue Liu
Gregory Dudek
OffRL
233
4
0
22 Mar 2023
Communication Load Balancing via Efficient Inverse Reinforcement
  Learning
Communication Load Balancing via Efficient Inverse Reinforcement Learning
Abhisek Konar
Di Wu
Yi Tian Xu
Seowoo Jang
Steve Liu
Gregory Dudek
171
3
0
22 Mar 2023
Time Series Anomaly Detection via Reinforcement Learning-Based Model
  Selection
Time Series Anomaly Detection via Reinforcement Learning-Based Model SelectionCanadian Conference on Electrical and Computer Engineering (CCECE), 2022
J. Zhang
Di Wu
Benoit Boulet
AI4TS
458
18
0
19 May 2022
MetaVIM: Meta Variationally Intrinsic Motivated Reinforcement Learning
  for Decentralized Traffic Signal Control
MetaVIM: Meta Variationally Intrinsic Motivated Reinforcement Learning for Decentralized Traffic Signal ControlIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Liwen Zhu
Peixi Peng
Zongqing Lu
Xiangqian Wang
Yonghong Tian
488
31
0
04 Jan 2021
1
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